Uploaded July 2026 | Updated September 2026, 1 week ago
There is a widespread disconnect between modern enterprise chatbots and the backend legacy SQL systems where the actual business data lives. Front-end conversational AI often struggles to translate user intent into secure, accurate database queries, leading to "bot amnesia," rigid user experiences, and frustrated customers. In this session, we will explore how to seamlessly bridge this gap using MuleSoft Agentic Fabric. We will unpack how to build a secure, stateful Natural Language to SQL (NL2SQL) pipeline that understands human intent and translates it into strict database actions. By leveraging Agent Broker, Agents, the MCPs, and AI Gateway, we will demonstrate how to transform legacy SQL databases into conversational powerhouses without compromising security or governance.
About MuleSoft:
Connect systems, data, and AI with MuleSoft, the integration and automation foundation for the agentic enterprise. As part of Salesforce, MuleSoft enables organizations to securely connect applications, APIs, and data so AI agents can discover capabilities, take action across systems, and operate with enterprise-grade governance and visibility.
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• Facebook: facebook.com/mulesoft
• Twitter: twitter.com/MuleSoft
• LinkedIn: linkedin.com/company/mulesoft
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Copyright © MuleSoft
There is a widespread disconnect between modern enterprise chatbots and the backend legacy SQL systems where the actual business data lives. Front-end conversational AI often struggles to translate user intent into secure, accurate database queries, leading to "bot amnesia," rigid user experiences, and frustrated customers. In this session, we will explore how to seamlessly bridge this gap using MuleSoft Agentic Fabric. We will unpack how to build a secure, stateful Natural Language to SQL (NL2SQL) pipeline that understands human intent and translates it into strict database actions. By leveraging Agent Broker, Agents, the MCPs, and AI Gateway, we will demonstrate how to transform legacy SQL databases into conversational powerhouses without compromising security or governance.
About MuleSoft:
Connect systems, data, and AI with MuleSoft, the integration and automation foundation for the agentic enterprise. As part of Salesforce, MuleSoft enables organizations to securely connect applications, APIs, and data so AI agents can discover capabilities, take action across systems, and operate with enterprise-grade governance and visibility.
Follow us!
• Facebook: facebook.com/mulesoft
• Twitter: twitter.com/MuleSoft
• LinkedIn: linkedin.com/company/mulesoft
• Instagram: instagram.com/mulesoft
Copyright © MuleSoft
